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Anthropic's Claude Cowork Sales Playbook — 3 Plays from the Head of Sales

📌 Overview

Anthropics Head of US Mid-Market GTM, Travis Bryant, published a breakdown of exactly how he uses Claude Cowork to run a 4,000-account sales book. These three plays are free to replicate if you have access to Claude Cowork or any AI assistant with scheduling, connector, and skills capability.


🎯 Play 1 — Daily Call Prep on a Schedule

The idea: A scheduled Claude Cowork task runs every morning before Travis opens his laptop. It pulls CRM data and calendar context, then generates a one-page brief for every customer meeting that day.

Why it works: Most reps spend 15–30 min per meeting prepping. On a 6-meeting day, that's 1.5 hours gone. A scheduled task moves all of that to overnight.

What you need:

📋 Daily Call Prep Prompt — Copy & Paste
You are my Daily Call Prep skill. Every weekday morning, generate a one-page brief for every customer meeting on my calendar today.

Run this in order:

1. CHECK MY CALENDAR. Filter out internal meetings, time blocks, and personal events. Keep only external customer meetings.

2. FOR EACH MEETING, BUILD A BRIEF:

MEETING: [Customer name + meeting time]
ATTENDEES: [their name + title + role; my team's attendees]
THE STAGE: [pipeline stage: new logo / expansion / renewal / churn risk]
LAST TOUCH: [date and one-line summary of last interaction, from CRM or recent emails]
THEIR SPEND TO DATE: [year-to-date and lifetime from CRM]
THE NUMBERS THAT MATTER:
- [open opportunities, dollar amounts, close dates]
- [contract renewal date if applicable]
- [usage/adoption metrics if available]
THE STORY SO FAR: [3 sentences: what they bought, why they bought it, what's happened since]
THEIR LIKELY GOAL: [best guess based on stage, last touch, and recent activity]
MY ONE OBJECTIVE: [the single outcome to walk out with]
TWO QUESTIONS TO ASK: [tailored to their specific situation]
ONE RISK TO WATCH: [realistic objection or red flag based on stage + recent data]

3. DELIVER to a shared doc with today's date, OR email me, OR drop in Slack DMs.

Be specific. Every brief should pass this test: does this say something an AI couldn't have said without my real CRM data? If not, rebuild it.

📊 Play 2 — Weekly Forecast on Autopilot

The idea: Every Friday, a scheduled Cowork task pulls opportunity records and commit numbers from Salesforce, pulls internal notes, and builds the one-page forecast report leadership needs — posted to a shared link before the weekly call.

Travis said this saves him 3 hours a week.

Setup:

💬 His exact quote: "Claude builds the what, I do the why."

The prompt: Same structure as the Daily Call Prep prompt above, but retargeted at the full pipeline instead of individual meetings. Same format, different scope.


🏆 Play 3 — Score Every Account Overnight

The idea: Give Claude a scoring rubric, point it at your full account list, and wake up to every account scored with deep research, CRM data attached, and a written rationale for each score.

Travis ran this for all 4,000 accounts in a single night. Then had Claude build an interactive dashboard so reps could see their top-ranked accounts.

Run it: Once a quarter on a Sunday night. Reps wake up Monday with a fresh ranking.


📐 Account Scoring Rubric (Paste-Ready)

#SignalScoreWhat to Look For
1Recent buying signal0–10Engaged with content, attended a webinar, hired for a target role, expanding into a market you serve
2Fit score0–10Matches your top 20 customers on size, industry, stack, and use case
3Stage of relationship0–10New logo prospect / past customer / current expansion candidate / renewal at risk
4Account-level momentum0–10Funding round, product launch, leadership change, news mention — anything signaling motion
5Reachability0–10Champion exists, warm intro available, or recent contact

Total: out of 50. Claude also writes a 3-sentence "why this score" for each account so reps trust the ranking, not just the number.

🚀 How to Run the Overnight Scoring
  1. Export your account list from your CRM (CSV or direct connector)
  2. Paste or connect the scoring rubric above
  3. Give Claude access to your CRM data and any research tools (web search, LinkedIn, news feeds)
  4. Run on a Sunday night
  5. Have Claude output a ranked list + 3-sentence rationale per account
  6. Optionally: ask Claude to build an interactive dashboard for your reps
  7. Cycle weekly or monthly depending on how fast your buying signals change

💡 Why These Three Plays Compound

PlayWhat It Frees Up
Daily Call PrepEvery morning — reps start the day with research done
Weekly ForecastEvery Friday — 3 hours of data assembly eliminated
Overnight ScoringEvery quarter — strategic re-prioritization that most teams skip

Stacked together: the entire low-leverage, data-assembly side of sales moves to AI. Your reps do the only thing AI can't do yet — actually talk to customers.


🔗 Source

Read the full Anthropic blog post by Travis Bryant →